In object detection and segmentation tasks, scene context has been proven to play an important role [1]}, [2]}, [3]}, [4]}. In [3]}, Liu et al. adopt a graphic model to establish the relationship between scene/instance context and the target object to infer the object state. This motivates us to think about the rationality of exploiting the global scene context from two perspectives: i.e., dataset and network architecture.
